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Alternatives to MapBiomas Soil MCP

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    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables querying USDA-NRCS SSURGO soil data by coordinates or SQL, returning map units, named soil series, taxonomy, drainage, slope, depth horizons, and other survey attributes.
      70 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to retrieve coordinate-based soil property values in real units and World Reference Base classifications, plus discover available properties and their depth intervals.
      66 npm
      MIT
    • -
      license
      Not graded
      quality
      Not graded
      maintenance
      Enables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.
      -
    • A
      license
      Not graded
      quality
      D
      maintenance
      Production-ready satellite imagery analysis server that enables natural language queries for Earth observation data, including land cover classification, vegetation monitoring, water detection, change detection, and automated environmental reporting.
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Computes soil resource concern ratings for an area of interest using USDA Soil Data Access and exposes them as MCP tools, resources, and prompts for AI-assisted conservation planning.
      10
      MIT